| An improved unconstrained approach for bilevel optimization X Hu, N Xiao, X Liu, KC Toh SIAM Journal on Optimization 33 (4), 2801 - 2829, 2023 | 15 | 2023 |
| A revised inverse data envelopment analysis model based on radial models X Hu, J Li, X Li, J Cui Mathematics 8 (5), 803, 2020 | 12 | 2020 |
| Greedy adaptive search: A new approach for large-scale irregular packing problems in the fabric industry X Hu, J Li, J Cui IEEE Access 8, 91476-91487, 2020 | 11 | 2020 |
| An efficient orthonormalization-free approach for sparse dictionary learning and dual principal component pursuit X Hu, X Liu Sensors 20 (11), 3041, 2020 | 10 | 2020 |
| Adam-family methods for nonsmooth optimization with convergence guarantees N Xiao, X Hu, X Liu, KC Toh Journal of Machine Learning Research 25 (48), 1-53, 2024 | 9 | 2024 |
| A constraint dissolving approach for nonsmooth optimization over the stiefel manifold X Hu, N Xiao, X Liu, KC Toh IMA Journal of Numerical Analysis, 2023 | 9 | 2023 |
| Convergence guarantees for stochastic subgradient methods in nonsmooth nonconvex optimization N Xiao, X Hu, KC Toh arXiv preprint arXiv:2307.10053, 2023 | 8 | 2023 |
| Cdopt: A python package for a class of Riemannian optimization N Xiao, X Hu, X Liu, KC Toh arXiv preprint arXiv:2212.02698, 2022 | 3 | 2022 |
| Carbon emissions abatement (CEA) allocation based on inverse slack-based model (SBM) XY Hu, JS Li, XY Li, JC Cui Journal of the Operations Research Society of China 9, 475-498, 2021 | 3 | 2021 |
| A Fast Exact Algorithm for Airplane Refueling Problem J Li, X Hu, J Luo, J Cui International Conference on Combinatorial Optimization and Applications, 316-327, 2019 | 3 | 2019 |
| FTA-DETR: An efficient and precise fire detection framework based on an end-to-end architecture applicable to embedded platforms H Zheng, G Wang, D Xiao, H Liu, X Hu Expert Systems with Applications, 123394, 2024 | 1 | 2024 |
| Convergence properties of stochastic proximal subgradient method in solving a class of composite optimization problems with cardinality regularizer X Hu, X Liu, N Xiao Journal of Industrial and Management Optimization 20 (5), 1934-1950, 2024 | | 2024 |
| Developing Lagrangian-based Methods for Nonsmooth Nonconvex Optimization N Xiao, K Ding, X Hu, KC Toh arXiv preprint arXiv:2404.09438, 2024 | | 2024 |
Nachuan XiaoNational University of SingaporeVerified email at lsec.cc.ac.cn
